ECMO PAL: using deep neural networks for survival prediction in venoarterial extracorporeal membrane oxygenation.
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| Title: | ECMO PAL: using deep neural networks for survival prediction in venoarterial extracorporeal membrane oxygenation. |
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| Authors: | Stephens AF; Cardio-Respiratory Engineering and Technology Laboratory, Department of Mechanical and Aerospace Engineering, Monash University, Melbourne, Australia. research.andrew.stephens@gmail.com.; Lab 2, Level 2, Victorian Heart Hospital, 631 Blackburn Road, Melbourne, 3800, Australia. research.andrew.stephens@gmail.com., Šeman M; Cardio-Respiratory Engineering and Technology Laboratory, Department of Mechanical and Aerospace Engineering, Monash University, Melbourne, Australia.; School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia.; Department of Cardiology, Alfred Health, Melbourne, Australia., Diehl A; School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia.; Department of Intensive Care and Hyperbaric Medicine, The Alfred Hospital, Melbourne, Australia., Pilcher D; School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia.; Department of Intensive Care and Hyperbaric Medicine, The Alfred Hospital, Melbourne, Australia., Barbaro RP; Pediatric Critical Care Medicine, and the Susan B. Meister Child Health Evaluation and Research Center, University of Michigan, Ann Arbor, MI, USA., Brodie D; Intensive Care Unit, Columbia University Irving Medical Centre, New York, NY, USA., Pellegrino V; Department of Intensive Care and Hyperbaric Medicine, The Alfred Hospital, Melbourne, Australia., Kaye DM; Department of Cardiology, Alfred Health, Melbourne, Australia.; Heart Failure Research Group, Baker Heart and Diabetes Institute, Melbourne, Australia., Gregory SD; Cardio-Respiratory Engineering and Technology Laboratory, Department of Mechanical and Aerospace Engineering, Monash University, Melbourne, Australia., Hodgson C; School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia.; Australian and New Zealand Intensive Care Research Centre, Melbourne, Australia. |
| Corporate Authors: | Extracorporeal Life Support Organization Member Centres |
| Source: | Intensive care medicine [Intensive Care Med] 2023 Sep; Vol. 49 (9), pp. 1090-1099. Date of Electronic Publication: 2023 Aug 07. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Springer Verlag Country of Publication: United States NLM ID: 7704851 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1238 (Electronic) Linking ISSN: 03424642 NLM ISO Abbreviation: Intensive Care Med Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1432-1238 |
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| DOI: | 10.1007/s00134-023-07157-x |
